{"id":"W4390261930","doi":"10.1016/j.jns.2023.121668","title":"Design of the contemporary prospective understanding of migraine real-world evidence (CAPTURE) study","year":2023,"lang":"en","type":"article","venue":"Journal of the Neurological Sciences","topic":"Migraine and Headache Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"ABB (Canada); Government of New Brunswick; Georgetown Hospital","funders":"","keywords":"Migraine; Real world evidence; Medicine; Data science; Psychology; Psychiatry; Computer science; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03046886,0.001293513,0.002304762,0.002294593,0.001389431,0.003528653,0.001174968,0.00195975,0.0165266],"category_scores_gemma":[0.05650071,0.00159216,0.002213959,0.002436035,0.001424176,0.001912818,0.002407365,0.001352564,0.001413761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002336154,"about_ca_system_score_gemma":0.006411463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002667827,"about_ca_topic_score_gemma":0.003974531,"domain_scores_codex":[0.9693394,0.01995429,0.004275468,0.003751077,0.001594061,0.001085645],"domain_scores_gemma":[0.9743027,0.01188073,0.007052825,0.002751343,0.002920105,0.001092212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.2769354,0.01240195,0.371053,0.05247867,0.03979163,0.001927613,0.0120381,0.007098853,0.006565617,0.06865483,0.01924639,0.131808],"study_design_scores_gemma":[0.2169244,0.09019615,0.3609733,0.01487049,0.06517653,0.001976931,0.01457135,0.01215641,0.006831085,0.03659219,0.1788424,0.0008886834],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.540876,0.01543419,0.02829386,0.003009227,0.0009567882,0.3764348,0.0221381,0.0001539722,0.01270298],"genre_scores_gemma":[0.5700452,0.001922233,0.0313621,0.003485863,0.0003036494,0.3861234,0.004528682,0.00003928297,0.002189566],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.03046886,"threshold_uncertainty_score":0.1611367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3187195105750942,"score_gpt":0.3832988485098407,"score_spread":0.06457933793474646,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}